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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of PETfold_pre2.0(seed) - scored higher in this pairwise comparison

  4. Performance of MaxExpect - scored lower in this pairwise comparison

  5. Compile and download dataset for PETfold_pre2.0(seed) & MaxExpect [.zip] - may take several seconds...


Overview

Metric PETfold_pre2.0(seed) MaxExpect
MCC 0.761 > 0.411
Average MCC ± 95% Confidence Intervals 0.764 ± 0.022 > 0.412 ± 0.026
Sensitivity 0.731 > 0.402
Positive Predictive Value 0.793 > 0.420
Total TP 28948 > 15907
Total TN 111272158 > 111270811
Total FP 11845 < 24642
Total FP CONTRA 1174 < 3313
Total FP INCONS 6382 < 18631
Total FP COMP 4289 > 2698
Total FN 10643 < 23684
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of PETfold_pre2.0(seed) and MaxExpect. Positive Predictive Value (PPV) is plotted against sensitivity. Each dot represents a single test of each method. See tables below for raw data (individual counts for PETfold_pre2.0(seed) and MaxExpect).

  2. Average Matthews Correlation Coefficients (MCC) with 95% confidence intervals (CIs) were plotted for different RNA families, for which at least 3 members were present in the benchmarking dataset. 'n' denotes the number of MCCs used to calculate the average and CI. See tables below for raw data (individual counts for PETfold_pre2.0(seed) and MaxExpect).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for PETfold_pre2.0(seed) and MaxExpect. The whiskers correspond to 95% confidence intervals (CIs). 'n' denotes the number of MCCs used to calculate average MCCs and CIs. See tables below for raw data (individual counts for PETfold_pre2.0(seed) and MaxExpect).

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Performance of PETfold_pre2.0(seed) - scored higher in this pairwise comparison

1. Total counts & total scores for PETfold_pre2.0(seed)

Total Base Pair Counts
Total TP 28948
Total TN 111272158
Total FP 11845
Total FP CONTRA 1174
Total FP INCONS 6382
Total FP COMP 4289
Total FN 10643
Total Scores
MCC 0.761
Average MCC ± 95% Confidence Intervals 0.764 ± 0.022
Sensitivity 0.731
Positive Predictive Value 0.793
Nr of predictions 83

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2. Individual counts for PETfold_pre2.0(seed) [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
CRW_00024 0.89 0.88 0.90 405 1085153 80 10 33 37 53
CRW_00034 0.80 0.78 0.83 369 1141870 113 17 60 36 105
CRW_00048 0.85 0.84 0.87 395 1170759 96 18 43 35 75
CRW_00054 0.86 0.86 0.87 390 1107367 95 16 43 36 66
CRW_00059 0.85 0.83 0.87 392 1172293 95 17 44 34 81
CRW_00061 0.84 0.82 0.86 388 1181504 96 16 45 35 88
CRW_00068 0.86 0.86 0.87 394 1108851 94 17 43 34 63
CRW_00096 0.86 0.84 0.88 392 1178434 98 11 43 44 73
CRW_00140 0.85 0.84 0.86 387 1135829 97 15 47 35 76
CRW_00141 0.85 0.82 0.87 392 1201573 98 16 44 38 84
CRW_00150 0.85 0.83 0.87 385 1152477 92 16 43 33 81
CRW_00152 0.84 0.82 0.86 386 1179969 96 16 45 35 85
CRW_00166 0.86 0.84 0.88 393 1190749 97 11 43 43 75
CRW_00173 0.80 0.79 0.81 353 1082222 118 17 64 37 92
CRW_00177 0.84 0.82 0.86 386 1178430 105 17 47 41 87
CRW_00196 0.83 0.81 0.86 384 1207786 102 15 50 37 91
CRW_00230 0.84 0.82 0.87 392 1198473 97 16 45 36 86
CRW_00245 0.86 0.86 0.87 388 1105880 95 18 42 35 65
CRW_00248 0.83 0.80 0.86 388 1218691 98 16 46 36 96
CRW_00250 0.84 0.82 0.87 391 1198474 97 16 45 36 87
CRW_00256 0.85 0.82 0.87 386 1192295 93 16 43 34 82
CRW_00270 0.87 0.86 0.87 391 1111838 94 15 42 37 64
CRW_00271 0.83 0.82 0.85 378 1122307 105 14 52 39 84
CRW_00273 0.86 0.85 0.86 380 1085161 98 14 46 38 66
CRW_00275 0.86 0.85 0.87 390 1114823 98 15 43 40 67
CRW_00277 0.84 0.83 0.85 377 1110354 101 16 48 37 76
CRW_00278 0.84 0.82 0.85 369 1129823 106 15 49 42 81
CRW_00279 0.85 0.83 0.86 385 1179970 103 16 45 42 79
CRW_00280 0.84 0.83 0.85 377 1117815 109 16 52 41 76
CRW_00281 0.85 0.84 0.87 388 1144894 97 16 43 38 76
CRW_00283 0.78 0.77 0.80 331 1015610 118 18 66 34 101
CRW_00284 0.83 0.82 0.84 372 1131319 111 16 53 42 84
CRW_00285 0.84 0.82 0.85 377 1117816 104 17 50 37 81
CRW_00289 0.82 0.80 0.84 382 1189200 109 16 55 38 94
CRW_00292 0.74 0.72 0.77 332 1123817 133 22 79 32 129
CRW_00298 0.66 0.63 0.69 310 1620452 212 16 122 74 184
CRW_00301 0.63 0.59 0.67 307 1762046 213 15 135 63 212
CRW_00306 0.68 0.66 0.70 305 1445417 186 15 113 58 157
CRW_00310 0.63 0.59 0.68 305 1805503 209 14 128 67 216
CRW_00326 0.66 0.63 0.69 315 1627654 205 15 126 64 187
CRW_00330 0.64 0.59 0.69 307 1988567 210 13 128 69 210
CRW_00332 0.60 0.56 0.63 269 1769595 236 16 141 79 208
CRW_00333 0.58 0.52 0.64 269 1892065 217 19 132 66 245
CRW_00345 0.64 0.61 0.67 305 1586418 211 15 133 63 193
CRW_00346 0.65 0.61 0.69 308 1584644 204 15 123 66 193
CRW_00348 0.65 0.62 0.68 312 1615046 210 15 130 65 191
CRW_00358 0.64 0.60 0.67 306 1674911 213 16 132 65 201
CRW_00366 0.65 0.62 0.68 300 1579311 211 15 127 69 182
CRW_00370 0.65 0.62 0.69 313 1640313 205 15 125 65 193
CRW_00371 0.68 0.65 0.71 322 1611455 199 13 120 66 174
CRW_00372 0.64 0.61 0.67 306 1625847 221 14 139 68 192
CRW_00379 0.60 0.54 0.66 286 2126521 223 18 128 77 248
CRW_00386 0.61 0.58 0.65 297 1750802 227 16 141 70 218
CRW_00403 0.68 0.66 0.70 306 1606090 215 15 117 83 158
CRW_00411 0.67 0.64 0.71 318 1615053 200 15 117 68 178
CRW_00414 0.64 0.61 0.67 303 1665770 223 20 132 71 192
CRW_00466 0.86 0.85 0.87 391 1116315 99 14 45 40 67
CRW_00589 0.87 0.84 0.89 376 1094037 99 6 41 52 69
CRW_00590 0.87 0.84 0.89 381 1119327 104 6 42 56 71
CRW_00591 0.87 0.86 0.89 382 1098473 103 6 42 55 64
CRW_00598 0.63 0.60 0.66 294 1665777 224 19 135 70 197
CRW_00758 0.64 0.61 0.67 294 1640327 224 15 130 79 189
CRW_00759 0.65 0.62 0.68 297 1636709 218 15 124 79 184
CRW_00760 0.63 0.59 0.66 287 1638522 227 17 129 81 199
CRW_00763 0.83 0.80 0.87 357 1215610 110 5 48 57 89
CRW_00772 0.79 0.76 0.81 309 945618 130 6 67 57 95
CRW_00778 0.84 0.83 0.85 317 1201654 139 6 48 85 67
CRW_00789 0.83 0.81 0.86 362 1137365 112 11 48 53 85
CRW_00795 0.79 0.76 0.82 299 1152557 159 6 59 94 95
CRW_00800 0.59 0.53 0.66 250 1401598 188 21 106 61 220
CRW_00849 0.79 0.76 0.81 359 1117819 116 16 66 34 111
CRW_00997 0.86 0.85 0.87 395 1135823 93 17 43 33 69
CRW_01153 0.61 0.58 0.64 294 1606070 223 18 146 59 209
CRW_01171 0.63 0.60 0.67 304 1593548 214 15 138 61 202
CRW_01300 0.62 0.59 0.66 302 1693261 218 17 140 61 213
CRW_01343 0.87 0.85 0.89 367 977489 81 8 37 36 67
PDB_00703 0.79 0.73 0.86 361 1073423 107 9 52 46 134
PDB_00854 0.76 0.68 0.86 364 1500354 120 9 51 60 171
PDB_01088 0.75 0.67 0.85 365 1471040 119 5 60 54 182
PDB_01103 0.76 0.67 0.86 376 1606090 108 8 54 46 186
PDB_01105 0.77 0.70 0.86 376 1433534 108 3 58 47 164
PDB_01120 0.80 0.73 0.86 387 1204680 102 10 51 41 140
PDB_01273 0.80 0.75 0.86 368 1117832 112 8 52 52 123

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Performance of MaxExpect - scored lower in this pairwise comparison

1. Total counts & total scores for MaxExpect

Total Base Pair Counts
Total TP 15907
Total TN 111270811
Total FP 24642
Total FP CONTRA 3313
Total FP INCONS 18631
Total FP COMP 2698
Total FN 23684
Total Scores
MCC 0.411
Average MCC ± 95% Confidence Intervals 0.412 ± 0.026
Sensitivity 0.402
Positive Predictive Value 0.420
Nr of predictions 83

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2. Individual counts for MaxExpect [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
CRW_00024 0.71 0.70 0.71 320 1085152 169 17 112 40 138
CRW_00034 0.66 0.65 0.66 310 1141844 191 28 134 29 164
CRW_00048 0.52 0.48 0.57 226 1170816 189 20 153 16 244
CRW_00054 0.43 0.42 0.44 192 1107377 261 23 224 14 264
CRW_00059 0.51 0.49 0.54 232 1172316 212 16 182 14 241
CRW_00061 0.44 0.43 0.45 203 1181497 266 35 218 13 273
CRW_00068 0.44 0.43 0.45 197 1108869 251 32 207 12 260
CRW_00096 0.49 0.47 0.52 220 1178453 229 21 186 22 245
CRW_00140 0.43 0.42 0.44 193 1135835 265 20 230 15 270
CRW_00141 0.54 0.53 0.55 254 1201566 230 30 175 25 222
CRW_00150 0.44 0.43 0.46 202 1152479 257 24 216 17 264
CRW_00152 0.58 0.55 0.60 259 1179986 190 37 134 19 212
CRW_00166 0.43 0.41 0.46 192 1190777 241 18 209 14 276
CRW_00173 0.26 0.26 0.27 115 1082230 324 28 283 13 330
CRW_00177 0.48 0.47 0.50 221 1178440 239 26 193 20 252
CRW_00196 0.50 0.49 0.51 233 1207782 238 32 188 18 242
CRW_00230 0.58 0.55 0.60 263 1198489 199 15 159 25 215
CRW_00245 0.42 0.41 0.43 186 1105895 262 25 222 15 267
CRW_00248 0.51 0.51 0.51 248 1218656 263 29 208 26 236
CRW_00250 0.51 0.50 0.51 241 1198458 244 44 183 17 237
CRW_00256 0.40 0.39 0.41 182 1192293 285 38 227 20 286
CRW_00270 0.54 0.54 0.55 244 1111842 223 23 177 23 211
CRW_00271 0.33 0.32 0.34 146 1122327 292 34 244 14 316
CRW_00273 0.42 0.40 0.45 180 1085197 237 27 197 13 266
CRW_00275 0.61 0.60 0.62 273 1114831 186 26 141 19 184
CRW_00277 0.35 0.33 0.37 148 1110390 267 37 220 10 305
CRW_00278 0.39 0.36 0.42 160 1129876 240 22 198 20 290
CRW_00279 0.54 0.53 0.56 244 1179977 213 26 169 18 220
CRW_00280 0.36 0.35 0.37 157 1117836 279 37 230 12 296
CRW_00281 0.59 0.58 0.60 270 1144891 201 25 155 21 194
CRW_00283 0.35 0.34 0.36 146 1015622 282 41 216 25 286
CRW_00284 0.38 0.35 0.41 159 1131368 249 21 212 16 297
CRW_00285 0.56 0.54 0.58 246 1117835 199 26 153 20 212
CRW_00289 0.48 0.46 0.50 218 1189213 245 32 190 23 258
CRW_00292 0.35 0.33 0.37 150 1123843 269 39 218 12 311
CRW_00298 0.24 0.25 0.24 123 1620380 438 79 318 41 371
CRW_00301 0.35 0.35 0.35 180 1761991 393 60 272 61 339
CRW_00306 0.18 0.19 0.18 86 1445370 462 62 332 68 376
CRW_00310 0.30 0.30 0.30 157 1805427 422 63 303 56 364
CRW_00326 0.41 0.41 0.42 205 1627618 330 55 232 43 297
CRW_00330 0.33 0.33 0.32 172 1988480 429 65 298 66 345
CRW_00332 0.18 0.18 0.17 87 1769512 473 87 335 51 390
CRW_00333 0.33 0.32 0.35 166 1892006 380 65 248 67 348
CRW_00345 0.35 0.35 0.36 174 1586388 361 52 257 52 324
CRW_00346 0.37 0.38 0.37 188 1584581 361 62 259 40 313
CRW_00348 0.31 0.30 0.33 151 1615043 353 51 258 44 352
CRW_00358 0.41 0.41 0.42 206 1674869 336 56 234 46 301
CRW_00366 0.27 0.28 0.26 134 1579236 421 78 305 38 348
CRW_00370 0.30 0.30 0.30 151 1640256 403 77 282 44 355
CRW_00371 0.40 0.39 0.42 192 1611452 316 45 221 50 304
CRW_00372 0.28 0.28 0.27 139 1625798 414 78 291 45 359
CRW_00379 0.44 0.44 0.43 234 2126414 384 57 248 79 300
CRW_00386 0.26 0.27 0.25 138 1750712 440 78 328 34 377
CRW_00403 0.31 0.31 0.31 144 1606062 415 58 264 93 320
CRW_00411 0.33 0.33 0.34 163 1615021 361 68 251 42 333
CRW_00414 0.30 0.31 0.30 153 1665712 421 60 300 61 342
CRW_00466 0.61 0.60 0.62 273 1116325 188 25 142 21 185
CRW_00589 0.32 0.31 0.34 136 1094057 285 28 239 18 309
CRW_00590 0.40 0.37 0.43 169 1119363 246 23 201 22 283
CRW_00591 0.44 0.43 0.44 194 1098463 264 36 210 18 252
CRW_00598 0.38 0.39 0.38 190 1665724 360 63 248 49 301
CRW_00758 0.33 0.32 0.34 155 1640308 356 41 262 53 328
CRW_00759 0.31 0.31 0.30 151 1636649 407 59 286 62 330
CRW_00760 0.29 0.29 0.28 143 1638449 415 65 298 52 343
CRW_00763 0.20 0.19 0.21 86 1215616 348 38 280 30 360
CRW_00772 0.22 0.21 0.23 85 945632 297 29 254 14 319
CRW_00778 0.29 0.29 0.29 112 1201643 316 45 225 46 272
CRW_00789 0.37 0.37 0.38 165 1137350 293 39 232 22 282
CRW_00795 0.35 0.35 0.35 138 1152523 307 34 226 47 256
CRW_00800 0.55 0.51 0.59 239 1401570 232 20 146 66 231
CRW_00849 0.58 0.58 0.59 271 1117802 215 14 173 28 199
CRW_00997 0.44 0.42 0.45 197 1135837 260 32 212 16 267
CRW_01153 0.30 0.30 0.30 151 1606020 397 56 301 40 352
CRW_01171 0.33 0.33 0.34 167 1593511 375 57 270 48 339
CRW_01300 0.35 0.34 0.35 177 1693219 370 60 264 46 338
CRW_01343 0.37 0.35 0.38 154 977498 261 31 218 12 280
PDB_00703 0.57 0.52 0.62 259 1073427 187 20 139 28 236
PDB_00854 0.58 0.56 0.60 298 1500283 247 21 176 50 237
PDB_01088 0.33 0.32 0.35 176 1470965 353 46 283 24 371
PDB_01103 0.63 0.60 0.67 337 1606027 197 18 146 33 225
PDB_01105 0.57 0.54 0.60 289 1433488 229 24 170 35 251
PDB_01120 0.43 0.40 0.46 211 1204672 264 28 217 19 316
PDB_01273 0.45 0.43 0.46 211 1117804 273 31 214 28 280

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Matthews Correlation Coeffient, Sensitivity and Positive Predictive Value have been calculated based on the paper by Gardener & Giegerich, 2004.